Blocked 2 level models

Constant effects

Fixed effects

Random effects

No discrepancy

Large \(B = 10000\) and large \(J = 100\)

Constant effects

Fixed effects

Random effects

Random effects with large \(B = 10000\) and large \(J = 100\) with lower power

Different combinations of \(B\) and \(J\)

Random effects with small \(J = 15\) and medium \(B = 3000\)

Random effects with small \(B = 200\) and large \(J = 60\)

Random effects with large \(B = 10000\) and small \(J = 20\)

Random effects with large \(B = 10000\) and medium \(J = 30\)

Cluster 2 level

Blocked 3 level

Cluster 3 level

Blocked cluster

Blocked cluster, fixed effects

Blocked cluster, random effects